Are you drinking enough water? Try stretching....but the pillows are the best option :-( sorry. Maybe put a pillow under one of your hips while laying on your back so your kinda in-between sleeping on your side or back???? Not sure if this will help, hope you figure something out and get some kind of relief.
Ill try anything. Lol. Thanks